Baselight

Machinery Fault Dataset

Induction Motor Faults Database

@kaggle.uysalserkan_fault_induction_motor_dataset

Loading...
Loading...

About this Dataset

Machinery Fault Dataset

This database is composed of 1951 multivariate time-series acquired by sensors on a SpectraQuest's Machinery Fault Simulator (MFS) Alignment-Balance-Vibration (ABVT). The 1951 comprises six different simulated states: normal function, imbalance fault, horizontal and vertical misalignment faults and, inner and outer bearing faults. This section describes the database. For more info please check here.

Tables

N 39–3216

@kaggle.uysalserkan_fault_induction_motor_dataset.n_39_3216
  • 9.52 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_39_3216 (
  "n__0_71479" DOUBLE  -- -0.71479,
  "n_1_1243" DOUBLE  -- 1.1243,
  "n_0_59226" DOUBLE  -- 0.59226,
  "n_0_0073884" DOUBLE  -- 0.0073884,
  "n__0_19082" DOUBLE  -- -0.19082,
  "n__0_044179" DOUBLE  -- -0.044179,
  "n_0_13569" DOUBLE  -- 0.13569,
  "n__0_096425" DOUBLE  -- -0.096425
);

N 39–5264

@kaggle.uysalserkan_fault_induction_motor_dataset.n_39_5264
  • 9.35 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_39_5264 (
  "n__0_67495" DOUBLE  -- -0.67495,
  "n_0_84515" DOUBLE  -- 0.84515,
  "n__0_24353" DOUBLE  -- -0.24353,
  "n__0_50612" DOUBLE  -- -0.50612,
  "n__0_016905" DOUBLE  -- -0.016905,
  "n__0_043518" DOUBLE  -- -0.043518,
  "n_0_011785" DOUBLE  -- 0.011785,
  "n__0_075008" DOUBLE  -- -0.075008
);

N 39–7312

@kaggle.uysalserkan_fault_induction_motor_dataset.n_39_7312
  • 9.79 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_39_7312 (
  "n__0_68758" DOUBLE  -- -0.68758,
  "n_1_6512" DOUBLE  -- 1.6512,
  "n__1_0151" DOUBLE  -- -1.0151,
  "n__0_3888" DOUBLE  -- -0.3888,
  "n__0_037194" DOUBLE  -- -0.037194,
  "n__0_051418" DOUBLE  -- -0.051418,
  "n__2_4197" DOUBLE  -- -2.4197,
  "n_0_11933" DOUBLE  -- 0.11933
);

N 39–936

@kaggle.uysalserkan_fault_induction_motor_dataset.n_39_936
  • 9.27 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_39_936 (
  "n__0_7142" DOUBLE  -- -0.7142,
  "n_0_57712" DOUBLE  -- 0.57712,
  "n_0_14275" DOUBLE  -- 0.14275,
  "n_0_31734" DOUBLE  -- 0.31734,
  "n_0_073528" DOUBLE  -- 0.073528,
  "n_0_040878" DOUBLE  -- 0.040878,
  "n_0_78042" DOUBLE  -- 0.78042,
  "n__0_023363" DOUBLE  -- -0.023363
);

N 40–1408

@kaggle.uysalserkan_fault_induction_motor_dataset.n_40_1408
  • 9.55 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_40_1408 (
  "n__0_4373" DOUBLE  -- -0.4373,
  "n__0_31879" DOUBLE  -- -0.31879,
  "n_0_11136" DOUBLE  -- 0.11136,
  "n__0_35161" DOUBLE  -- -0.35161,
  "n__0_27723" DOUBLE  -- -0.27723,
  "n__0_031254" DOUBLE  -- -0.031254,
  "n__2_6208" DOUBLE  -- -2.6208,
  "n_0_044418" DOUBLE  -- 0.044418
);

N 40–3456

@kaggle.uysalserkan_fault_induction_motor_dataset.n_40_3456
  • 9.25 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_40_3456 (
  "n_4_3941" DOUBLE  -- 4.3941,
  "n_0_34946" DOUBLE  -- 0.34946,
  "n__0_97829" DOUBLE  -- -0.97829,
  "n__0_73324" DOUBLE  -- -0.73324,
  "n_0_055102" DOUBLE  -- 0.055102,
  "n__0_0090689" DOUBLE  -- -0.0090689,
  "n__4_1282" DOUBLE  -- -4.1282,
  "n__0_1931" DOUBLE  -- -0.1931
);

N 40–5504

@kaggle.uysalserkan_fault_induction_motor_dataset.n_40_5504
  • 9.3 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_40_5504 (
  "n__0_69939" DOUBLE  -- -0.69939,
  "n_0_40118" DOUBLE  -- 0.40118,
  "n_0_20731" DOUBLE  -- 0.20731,
  "n__0_086334" DOUBLE  -- -0.086334,
  "n_0_14477" DOUBLE  -- 0.14477,
  "n_0_034666" DOUBLE  -- 0.034666,
  "n_0_062338" DOUBLE  -- 0.062338,
  "n__0_22052" DOUBLE  -- -0.22052
);

N 40–7552

@kaggle.uysalserkan_fault_induction_motor_dataset.n_40_7552
  • 9.41 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_40_7552 (
  "n__0_52383" DOUBLE  -- -0.52383,
  "n__0_46511" DOUBLE  -- -0.46511,
  "n__0_8615" DOUBLE  -- -0.8615,
  "n__0_75508" DOUBLE  -- -0.75508,
  "n_0_071903" DOUBLE  -- 0.071903,
  "n__0_0097043" DOUBLE  -- -0.0097043,
  "n__0_67069" DOUBLE  -- -0.67069,
  "n_0_26017" DOUBLE  -- 0.26017
);

N 41–1648

@kaggle.uysalserkan_fault_induction_motor_dataset.n_41_1648
  • 9.19 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_41_1648 (
  "n__0_68736" DOUBLE  -- -0.68736,
  "n__0_52401" DOUBLE  -- -0.52401,
  "n__0_41442" DOUBLE  -- -0.41442,
  "n_0_19869" DOUBLE  -- 0.19869,
  "n_0_056072" DOUBLE  -- 0.056072,
  "n_0_0072508" DOUBLE  -- 0.0072508,
  "n__0_097862" DOUBLE  -- -0.097862,
  "n__0_19592" DOUBLE  -- -0.19592
);

N 41–3696

@kaggle.uysalserkan_fault_induction_motor_dataset.n_41_3696
  • 9.36 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_41_3696 (
  "n__0_85854" DOUBLE  -- -0.85854,
  "n_1_311" DOUBLE  -- 1.311,
  "n__1_4332" DOUBLE  -- -1.4332,
  "n__0_29954" DOUBLE  -- -0.29954,
  "n_0_13145" DOUBLE  -- 0.13145,
  "n__0_0037231" DOUBLE  -- -0.0037231,
  "n__2_4688" DOUBLE  -- -2.4688,
  "n__0_047555" DOUBLE  -- -0.047555
);

N 41–5744

@kaggle.uysalserkan_fault_induction_motor_dataset.n_41_5744
  • 9.15 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_41_5744 (
  "n_4_3857" DOUBLE  -- 4.3857,
  "n_0_4511" DOUBLE  -- 0.4511,
  "n__1_1711" DOUBLE  -- -1.1711,
  "n__0_49526" DOUBLE  -- -0.49526,
  "n_0_11066" DOUBLE  -- 0.11066,
  "n_0_027158" DOUBLE  -- 0.027158,
  "n__1_2794" DOUBLE  -- -1.2794,
  "n_0_21522" DOUBLE  -- 0.21522
);

N 41–7792

@kaggle.uysalserkan_fault_induction_motor_dataset.n_41_7792
  • 9.48 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_41_7792 (
  "n__0_6836" DOUBLE  -- -0.6836,
  "n__0_84888" DOUBLE  -- -0.84888,
  "n_0_099247" DOUBLE  -- 0.099247,
  "n_0_050152" DOUBLE  -- 0.050152,
  "n_0_044313" DOUBLE  -- 0.044313,
  "n__0_0027477" DOUBLE  -- -0.0027477,
  "n__0_38349" DOUBLE  -- -0.38349,
  "n__0_18183" DOUBLE  -- -0.18183
);

N 42–1888

@kaggle.uysalserkan_fault_induction_motor_dataset.n_42_1888
  • 9.43 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_42_1888 (
  "n__0_68498" DOUBLE  -- -0.68498,
  "n__0_16327" DOUBLE  -- -0.16327,
  "n_0_11849" DOUBLE  -- 0.11849,
  "n_0_078015" DOUBLE  -- 0.078015,
  "n_0_1377" DOUBLE  -- 0.1377,
  "n_0_041924" DOUBLE  -- 0.041924,
  "n__0_31601" DOUBLE  -- -0.31601,
  "n__0_010439" DOUBLE  -- -0.010439
);

N 42–3936

@kaggle.uysalserkan_fault_induction_motor_dataset.n_42_3936
  • 9.32 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_42_3936 (
  "n__0_68436" DOUBLE  -- -0.68436,
  "n_0_046082" DOUBLE  -- 0.046082,
  "n__0_070945" DOUBLE  -- -0.070945,
  "n__0_0058042" DOUBLE  -- -0.0058042,
  "n_0_03667" DOUBLE  -- 0.03667,
  "n_0_011493" DOUBLE  -- 0.011493,
  "n__0_70945" DOUBLE  -- -0.70945,
  "n__0_15471" DOUBLE  -- -0.15471
);

N 42–5984

@kaggle.uysalserkan_fault_induction_motor_dataset.n_42_5984
  • 8.97 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_42_5984 (
  "n__0_97476" DOUBLE  -- -0.97476,
  "n_0_4426" DOUBLE  -- 0.4426,
  "n__1_0396" DOUBLE  -- -1.0396,
  "n__0_40364" DOUBLE  -- -0.40364,
  "n_0_069206" DOUBLE  -- 0.069206,
  "n_0_00026853" DOUBLE  -- 0.00026853,
  "n__0_89519" DOUBLE  -- -0.89519,
  "n__0_29656" DOUBLE  -- -0.29656
);

N 43–008

@kaggle.uysalserkan_fault_induction_motor_dataset.n_43_008
  • 8.95 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_43_008 (
  "n__0_70656" DOUBLE  -- -0.70656,
  "n__1_8472" DOUBLE  -- -1.8472,
  "n_1_1517" DOUBLE  -- 1.1517,
  "n_1_0815" DOUBLE  -- 1.0815,
  "n__0_021786" DOUBLE  -- -0.021786,
  "n_0_0084765" DOUBLE  -- 0.0084765,
  "n_0_84626" DOUBLE  -- 0.84626,
  "n__0_083258" DOUBLE  -- -0.083258
);

N 43–2128

@kaggle.uysalserkan_fault_induction_motor_dataset.n_43_2128
  • 9.46 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_43_2128 (
  "n__0_4601" DOUBLE  -- -0.4601,
  "n_0_54087" DOUBLE  -- 0.54087,
  "n_0_52888" DOUBLE  -- 0.52888,
  "n__0_025959" DOUBLE  -- -0.025959,
  "n__0_078522" DOUBLE  -- -0.078522,
  "n_0_015273" DOUBLE  -- 0.015273,
  "n_0_026966" DOUBLE  -- 0.026966,
  "n_0_22155" DOUBLE  -- 0.22155
);

N 43–4176

@kaggle.uysalserkan_fault_induction_motor_dataset.n_43_4176
  • 9.47 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_43_4176 (
  "n__0_754" DOUBLE  -- -0.754,
  "n__1_0519" DOUBLE  -- -1.0519,
  "n_0_71586" DOUBLE  -- 0.71586,
  "n__0_043108" DOUBLE  -- -0.043108,
  "n__0_10578" DOUBLE  -- -0.10578,
  "n__0_034572" DOUBLE  -- -0.034572,
  "n_0_81176" DOUBLE  -- 0.81176,
  "n__0_059164" DOUBLE  -- -0.059164
);

N 43–6224

@kaggle.uysalserkan_fault_induction_motor_dataset.n_43_6224
  • 9.29 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_43_6224 (
  "n__0_56872" DOUBLE  -- -0.56872,
  "n_0_81434" DOUBLE  -- 0.81434,
  "n__0_18083" DOUBLE  -- -0.18083,
  "n__0_3657" DOUBLE  -- -0.3657,
  "n_0_095962" DOUBLE  -- 0.095962,
  "n_0_02119" DOUBLE  -- 0.02119,
  "n__1_1409" DOUBLE  -- -1.1409,
  "n__0_1928" DOUBLE  -- -0.1928
);

N 43–8272

@kaggle.uysalserkan_fault_induction_motor_dataset.n_43_8272
  • 8.96 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_43_8272 (
  "n__0_68286" DOUBLE  -- -0.68286,
  "n__0_53856" DOUBLE  -- -0.53856,
  "n_2_0331" DOUBLE  -- 2.0331,
  "n__0_16321" DOUBLE  -- -0.16321,
  "n__0_018749" DOUBLE  -- -0.018749,
  "n_0_0012632" DOUBLE  -- 0.0012632,
  "n__0_66215" DOUBLE  -- -0.66215,
  "n__0_22697" DOUBLE  -- -0.22697
);

N 44–4416

@kaggle.uysalserkan_fault_induction_motor_dataset.n_44_4416
  • 9.31 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_44_4416 (
  "n__0_96995" DOUBLE  -- -0.96995,
  "n_0_094838" DOUBLE  -- 0.094838,
  "n_1_0047" DOUBLE  -- 1.0047,
  "n_0_26888" DOUBLE  -- 0.26888,
  "n__0_010233" DOUBLE  -- -0.010233,
  "n__0_00099571" DOUBLE  -- -0.00099571,
  "n_1_4511" DOUBLE  -- 1.4511,
  "n__0_070286" DOUBLE  -- -0.070286
);

N 44–6464

@kaggle.uysalserkan_fault_induction_motor_dataset.n_44_6464
  • 9.59 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_44_6464 (
  "n__0_69845" DOUBLE  -- -0.69845,
  "n__0_08871" DOUBLE  -- -0.08871,
  "n_0_80368" DOUBLE  -- 0.80368,
  "n__0_40162" DOUBLE  -- -0.40162,
  "n_0_031237" DOUBLE  -- 0.031237,
  "n_0_047713" DOUBLE  -- 0.047713,
  "n_1_0329" DOUBLE  -- 1.0329,
  "n_0_015967" DOUBLE  -- 0.015967
);

N 44–8512

@kaggle.uysalserkan_fault_induction_motor_dataset.n_44_8512
  • 9.39 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_44_8512 (
  "n__0_58623" DOUBLE  -- -0.58623,
  "n_0_97341" DOUBLE  -- 0.97341,
  "n_0_76029" DOUBLE  -- 0.76029,
  "n__0_42697" DOUBLE  -- -0.42697,
  "n_0_17518" DOUBLE  -- 0.17518,
  "n_0_066414" DOUBLE  -- 0.066414,
  "n__0_8979" DOUBLE  -- -0.8979,
  "n__0_22459" DOUBLE  -- -0.22459
);

N 45–4656

@kaggle.uysalserkan_fault_induction_motor_dataset.n_45_4656
  • 9.56 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_45_4656 (
  "n__0_62563" DOUBLE  -- -0.62563,
  "n_1_0938" DOUBLE  -- 1.0938,
  "n__0_21572" DOUBLE  -- -0.21572,
  "n__0_16995" DOUBLE  -- -0.16995,
  "n_0_044043" DOUBLE  -- 0.044043,
  "n__0_0035755" DOUBLE  -- -0.0035755,
  "n__0_77875" DOUBLE  -- -0.77875,
  "n_0_048945" DOUBLE  -- 0.048945
);

N 45–6704

@kaggle.uysalserkan_fault_induction_motor_dataset.n_45_6704
  • 9.04 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_45_6704 (
  "n_4_3459" DOUBLE  -- 4.3459,
  "n_0_67784" DOUBLE  -- 0.67784,
  "n__2_493" DOUBLE  -- -2.493,
  "n__0_10224" DOUBLE  -- -0.10224,
  "n_0_02836" DOUBLE  -- 0.02836,
  "n__0_039558" DOUBLE  -- -0.039558,
  "n__1_9059" DOUBLE  -- -1.9059,
  "n_0_088835" DOUBLE  -- 0.088835
);

Share link

Anyone who has the link will be able to view this.